diff --git a/SOCCOM/5904185.ipynb b/SOCCOM/5904185.ipynb index 36b91f4..9a710c2 100755 --- a/SOCCOM/5904185.ipynb +++ b/SOCCOM/5904185.ipynb @@ -23,6 +23,8 @@ "import matplotlib.ticker as tick\n", "import matplotlib.path as mpath\n", "import matplotlib.pyplot as plt\n", + "import matplotlib as mpl\n", + "mpl.rcParams['pcolor.shading'] = 'auto'\n", "%matplotlib inline" ] }, @@ -35,7 +37,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -550,22 +552,22 @@ " comment: free text\n", " user_manual_version: 3.2\n", " Conventions: Argo-3.2 CF-1.6\n", - " featureType: trajectoryProfile
array(b'Argo profile merged ', dtype=object)
array(b'3.1 ', dtype=object)
array(b'1.2 ', dtype=object)
array(b'19500101000000', dtype=object)
array(b'20181211035654', dtype=object)
array(b'20181211035654', dtype=object)
array([b'5904185 ', b'5904185 ', b'5904185 ', ..., b'5904185 ', b'5904185 ',\n", - " b'5904185 '], dtype=object)
array([b'UW, SOCCOM, Argo equivalent ',\n", + " featureType: trajectoryProfile
array(b'Argo profile merged ', dtype=object)
array(b'3.1 ', dtype=object)
array(b'1.2 ', dtype=object)
array(b'19500101000000', dtype=object)
array(b'20181211035654', dtype=object)
array(b'20181211035654', dtype=object)
array([b'5904185 ', b'5904185 ', b'5904185 ', ..., b'5904185 ', b'5904185 ',\n", + " b'5904185 '], dtype=object)
array([b'UW, SOCCOM, Argo equivalent ',\n", " b'UW, SOCCOM, Argo equivalent ',\n", " b'UW, SOCCOM, Argo equivalent ',\n", " ...,\n", " b'UW, SOCCOM, Argo equivalent ',\n", " b'UW, SOCCOM, Argo equivalent ',\n", " b'UW, SOCCOM, Argo equivalent '],\n", - " dtype=object)
array([b'STEPHEN RISER , KENNETH JOHNSON ',\n", + " dtype=object)
array([b'STEPHEN RISER , KENNETH JOHNSON ',\n", " b'STEPHEN RISER , KENNETH JOHNSON ',\n", " b'STEPHEN RISER , KENNETH JOHNSON ',\n", " ...,\n", " b'STEPHEN RISER, KENNETH JOHNSON ',\n", " b'STEPHEN RISER, KENNETH JOHNSON ',\n", " b'STEPHEN RISER, KENNETH JOHNSON '],\n", - " dtype=object)
array([[b'PRES ',\n", + " dtype=object)
array([[b'PRES ',\n", " b'TEMP ',\n", " b'PSAL ',\n", " b' ',\n", @@ -602,47 +604,47 @@ " b' ',\n", " b' ',\n", " b' ']],\n", - " dtype=object)
array([ 1., 1., 2., ..., 164., 164., 164.])
array([b'A', b'A', b'A', ..., b'A', b'A', b'A'], dtype=object)
array([b'AO', b'AO', b'AO', ..., b'AO', b'AO', b'AO'], dtype=object)
array([b'4690_9092_001 ',\n", + " dtype=object)
array([ 1., 1., 2., ..., 164., 164., 164.])
array([b'A', b'A', b'A', ..., b'A', b'A', b'A'], dtype=object)
array([b'AO', b'AO', b'AO', ..., b'AO', b'AO', b'AO'], dtype=object)
array([b'4690_9092_001 ',\n", " b'4690_9092_001 ',\n", " b'4690_9092_002 ', ...,\n", " b'4690 ',\n", " b'4690 ',\n", - " b'4690 '], dtype=object)
array([b'2C ', b'2C ', b'2C ', ..., b'2B ', b'2B ', b'2B '], dtype=object)
array([b'D', b'D', b'D', ..., b'A', b'A', b'A'], dtype=object)
array([[b'D', b'D', b'D', nan, nan, nan],\n", + " b'4690 '], dtype=object)
array([b'2C ', b'2C ', b'2C ', ..., b'2B ', b'2B ', b'2B '], dtype=object)
array([b'D', b'D', b'D', ..., b'A', b'A', b'A'], dtype=object)
array([[b'D', b'D', b'D', nan, nan, nan],\n", " [b'D', b'D', b'D', b'R', b'D', b'D'],\n", " [b'D', b'D', b'D', nan, nan, nan],\n", " ...,\n", " [b'A', b'A', b'A', b'R', b'A', b'R'],\n", " [b'A', b'A', b'A', nan, nan, nan],\n", - " [b'A', b'A', b'A', nan, nan, nan]], dtype=object)
array([b'APEX ',\n", + " [b'A', b'A', b'A', nan, nan, nan]], dtype=object)
array([b'APEX ',\n", " b'APEX ',\n", " b'APEX ', ...,\n", " b'APEX ',\n", " b'APEX ',\n", - " b'APEX '], dtype=object)
array([b'6712 ',\n", + " b'APEX '], dtype=object)
array([b'6712 ',\n", " b'6712 ',\n", " b'6712 ', ...,\n", " b'6712 ',\n", " b'6712 ',\n", - " b'6712 '], dtype=object)
array([b'080913 ',\n", + " b'6712 '], dtype=object)
array([b'080913 ',\n", " b'080913 ',\n", " b'080913 ', ...,\n", " b'080913 ',\n", " b'080913 ',\n", - " b'080913 '], dtype=object)
array([b'846 ', b'846 ', b'846 ', ..., b'846 ', b'846 ', b'846 '], dtype=object)
array(['2014-04-07T22:33:04.000000000', '2014-04-07T22:33:04.000000000',\n", + " b'080913 '], dtype=object)
array([b'846 ', b'846 ', b'846 ', ..., b'846 ', b'846 ', b'846 '], dtype=object)
array(['2014-04-07T22:33:04.000000000', '2014-04-07T22:33:04.000000000',\n", " '2014-04-18T05:11:55.000000256', ..., '2018-11-15T06:29:00.000000000',\n", " '2018-11-15T06:29:00.000000000', '2018-11-15T06:29:00.000000000'],\n", - " dtype='datetime64[ns]')
array([b'1', b'1', b'1', ..., b'1', b'1', b'1'], dtype=object)
array(['2014-04-07T23:03:10.000000000', '2014-04-07T23:03:10.000000000',\n", + " dtype='datetime64[ns]')
array([b'1', b'1', b'1', ..., b'1', b'1', b'1'], dtype=object)
array(['2014-04-07T23:03:10.000000000', '2014-04-07T23:03:10.000000000',\n", " '2014-04-18T05:27:40.000000000', ..., '2018-11-15T06:46:10.000000000',\n", " '2018-11-15T06:46:10.000000000', '2018-11-15T06:46:10.000000000'],\n", - " dtype='datetime64[ns]')
array([-60. , -60. , -59.608, ..., -51.523, -51.523, -51.523])
array([-149.928, -149.928, -148.997, ..., -50.076, -50.076, -50.076])
array([b'1', b'1', b'1', ..., b'1', b'1', b'1'], dtype=object)
array([b'GPS ', b'GPS ', b'GPS ', ..., b'GPS ', b'GPS ',\n", - " b'GPS '], dtype=object)
array([b'A', b'A', b'A', ..., b'A', b'A', b'A'], dtype=object)
array([b'A', nan, b'A', ..., nan, b'A', b'A'], dtype=object)
array([b'A', nan, b'A', ..., nan, b'A', b'A'], dtype=object)
array([nan, b'A', nan, ..., b'A', nan, nan], dtype=object)
array([nan, b'A', nan, ..., b'A', nan, nan], dtype=object)
array([nan, b'F', nan, ..., b'F', nan, nan], dtype=object)
array([nan, b'B', nan, ..., b'F', nan, nan], dtype=object)
array([nan, b'A', nan, ..., nan, nan, nan], dtype=object)
array([b'Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged] ',\n", + " dtype='datetime64[ns]')
array([-60. , -60. , -59.608, ..., -51.523, -51.523, -51.523])
array([-149.928, -149.928, -148.997, ..., -50.076, -50.076, -50.076])
array([b'1', b'1', b'1', ..., b'1', b'1', b'1'], dtype=object)
array([b'GPS ', b'GPS ', b'GPS ', ..., b'GPS ', b'GPS ',\n", + " b'GPS '], dtype=object)
array([b'A', b'A', b'A', ..., b'A', b'A', b'A'], dtype=object)
array([b'A', nan, b'A', ..., nan, b'A', b'A'], dtype=object)
array([b'A', nan, b'A', ..., nan, b'A', b'A'], dtype=object)
array([nan, b'A', nan, ..., b'A', nan, nan], dtype=object)
array([nan, b'A', nan, ..., b'A', nan, nan], dtype=object)
array([nan, b'F', nan, ..., b'F', nan, nan], dtype=object)
array([nan, b'B', nan, ..., b'F', nan, nan], dtype=object)
array([nan, b'A', nan, ..., nan, nan, nan], dtype=object)
array([b'Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged] ',\n", " b'Secondary sampling: discrete [] ',\n", " b'Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged] ',\n", " ...,\n", " b'Secondary sampling: discrete [] ',\n", " b'Primary sampling: mixed [deep: discrete, shallow: continuous] ',\n", " b'Secondary sampling: discrete [] '],\n", - " dtype=object)
array([ 1., 1., 2., ..., 164., 164., 164.])
[197806 values with dtype=float32]
[197806 values with dtype=object]
[197806 values with dtype=float32]
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[197806 values with dtype=float32]
[197806 values with dtype=float32]
[197806 values with dtype=object]
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array([[[b'PRES ',\n", + " dtype=object)
array([ 1., 1., 2., ..., 164., 164., 164.])
[197806 values with dtype=float32]
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[197806 values with dtype=float32]
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array([[[b'PRES ',\n", " b'TEMP ',\n", " ...,\n", " b' ',\n", @@ -667,7 +669,7 @@ " ...,\n", " b' ',\n", " b' ']]],\n", - " dtype=object)
array([[[b'PRES_ADJUSTED = PRES - dP ',\n", + " dtype=object)
array([[[b'PRES_ADJUSTED = PRES - dP ',\n", " b'none ',\n", " ...,\n", " b' ',\n", @@ -692,7 +694,7 @@ " ...,\n", " b' ',\n", " b' ']]],\n", - " dtype=object)
array([[[b'dP =-0.08 dbar. ',\n", + " dtype=object)
array([[[b'dP =-0.08 dbar. ',\n", " b'none ',\n", " ...,\n", " b' ',\n", @@ -717,7 +719,7 @@ " ...,\n", " b' ',\n", " b' ']]],\n", - " dtype=object)
array([[[b'Pressures adjusted by using pressure offset at the sea surface. The quoted error is manufacturer specified accuracy in dbar. ',\n", + " dtype=object)
array([[[b'Pressures adjusted by using pressure offset at the sea surface. The quoted error is manufacturer specified accuracy in dbar. ',\n", " b'The quoted error is manufacturer specified accuracy with respect to ITS-90 at time of laboratory calibration. ',\n", " ...,\n", " b' ',\n", @@ -742,7 +744,7 @@ " ...,\n", " b' ',\n", " b' ']]],\n", - " dtype=object)
array([[[b'20160404163958', b'20160404163958', ..., b' ',\n", + " dtype=object)
array([[[b'20160404163958', b'20160404163958', ..., b' ',\n", " b' ']],\n", "\n", " [[b'20160404163958', b'20160404163958', ..., b'20181130145200',\n", @@ -754,7 +756,7 @@ " b' ']],\n", "\n", " [[b'20181115180115', b' ', ..., b' ',\n", - " b' ']]], dtype=object)
array([], shape=(0, 398), dtype=object)
array([], shape=(0, 398), dtype=object)
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array([], shape=(0, 398), dtype=float32)
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array([], shape=(0, 398), dtype=object)
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array([], shape=(0, 398), dtype=float32)
array([], shape=(0, 398), dtype=float32)
array([], shape=(0, 398), dtype=float32)
array([], shape=(0, 398), dtype=object)